Autumn 2023 STAT 37782

Course: STAT 37782=CAAM 37782

Title: Algorithms for Massive Datasets

Instructor(s): Yuehaw Khoo

Class Schedule: MW 3:00 PM-4:20 PM in Eckhart 117

Description: This course will focus on using elements of randomness for the analysis of massive datasets. It will cover randomized algorithms for matrix (tensor) decompositions, stochastic optimization algorithms, and the interplay between randomness and sparse recovery.